| Data-driven stochastic inversion via functional quantization MR El Amri, C Helbert, O Lepreux, MM Zuniga, C Prieur, D Sinoquet Statistics and Computing 30, 525-541, 2020 | 14 | 2020 |
| A sampling criterion for constrained bayesian optimization with uncertainties RE Amri, RL Riche, C Helbert, C Blanchet-Scalliet, S Da Veiga arXiv preprint arXiv:2103.05706, 2021 | 12 | 2021 |
| Feasible set estimation under functional uncertainty by Gaussian Process modelling MR El Amri, C Helbert, MM Zuniga, C Prieur, D Sinoquet Physica D: Nonlinear Phenomena 455, 133893, 2023 | 10* | 2023 |
| Optimized HSIC‐based tests for sensitivity analysis: Application to thermalhydraulic simulation of accidental scenario on nuclear reactor MR El Amri, A Marrel Quality and Reliability Engineering International 38 (3), 1386-1403, 2022 | 9 | 2022 |
| More powerful HSIC-based independence tests, extension to space-filling designs and functional data MR El Amri, A Marrel International Journal for Uncertainty Quantification 14 (2), 2024 | 6 | 2024 |
| Analyse d’incertitudes et de robustesse pour les modèles à entrées et sorties fonctionnelles. MR El Amri Université Grenoble Alpes, 2019 | 6 | 2019 |
| Multilevel Surrogate-based Control Variates MRE Amri, P Mycek, S Ricci, M De Lozzo arXiv preprint arXiv:2306.10800, 2023 | 2 | 2023 |
| Stage de recherche en quantification d’incertitude J Toplis, P Mycek, R El Amri | | 2023 |
| Sampling criteria for constrained Bayesian optimization under uncertainty J Pelamatti, MR El Amri, R Le Riche, C Blanchet-Scalliet, C Helbert Hybrid Conference: 2022 SIAM Conference on Uncertainty Quantification, 2022 | | 2022 |
| Coupling constraints in Bayesian optimization with uncertainties R El Amri, J Pelamatti, R Le Riche, C Helbert, C Blanchet-Scalliet 4th International Conference on Uncertainty Quantification in Computational …, 2021 | | 2021 |
| Optimization under uncertainties by composing sampling and optimization with Bayesian algorithms R Le Riche, J Janusevskis, MR El Amri, C Helbert, C Blanchet-Scalliet Model Uncertainty in Risk Management, 2020 | | 2020 |
| Bayesian Optimization Under Uncertainty for Chance Constrained Problems MR El Amri, C Blanchet-Scalliet, C Helbert, R Le Riche PGMO Days 2019, 2019 | | 2019 |
| Construction d'un modèle d'apprentissage de quantiles multi-fidélités C IFPEN, R El Amri | | |
| Stochastic Inversion Under Functional Uncertainties MR El Amri | | |
| Combining Stepwise Uncertainty Reduction and Functional Data Reduction for robust inversion MR El Amri, C Prieur, C Helbert, D Sinoquet, MM Zuniga, O Lepreux | | |
| Stochastic Inversion Under Functional Uncertainties [Poster] MR El Amri | | |
